gemini-code-assist[bot] commented on PR #37010:
URL: https://github.com/apache/beam/pull/37010#issuecomment-3617432804

   ## Summary of Changes
   
   Hello @Abacn, I'm Gemini Code Assist[^1]! I'm currently reviewing this pull 
request and will post my feedback shortly. In the meantime, here's a summary to 
help you and other reviewers quickly get up to speed!
   
   This pull request is primarily a 'test only' change aimed at triggering a 
specific GCP Xlang Dataflow test for Python. Concurrently, it removes the 
Spanner vector store writer module and its associated integration tests from 
the Beam Python SDK's ML RAG ingestion components. This suggests a cleanup or 
deprecation of the Spanner integration within the RAG module, possibly as part 
of a broader refactoring or to streamline the codebase, while also ensuring a 
critical cross-language Dataflow test is executed.
   
   ### Highlights
   
   * **CI Test Trigger**: The `beam_PostCommit_Python_Xlang_Gcp_Dataflow.json` 
configuration file was modified to explicitly include the current pull request 
number, likely to force the execution of the associated GCP Xlang Dataflow test.
   * **Spanner RAG Ingestion Module Removal**: The entire `spanner.py` file, 
which provided the `SpannerVectorWriterConfig` and related components for 
writing vector data to Google Cloud Spanner within Beam's ML RAG ingestion 
framework, has been removed.
   * **Spanner RAG Integration Tests Removal**: The corresponding integration 
tests for the Spanner vector writer, located in `spanner_it_test.py`, have also 
been completely removed.
   
   
   
   
   
   
   
   <details>
   <summary><b>Using Gemini Code Assist</b></summary>
   <br>
   
   The full guide for Gemini Code Assist can be found on our [documentation 
page](https://developers.google.com/gemini-code-assist/docs/review-github-code),
 here are some quick tips.
   
   <b>Invoking Gemini</b>
   
   You can request assistance from Gemini at any point by creating a comment 
using either `/gemini <command>` or `@gemini-code-assist <command>`. Below is a 
summary of the supported commands on the current page.
   
   Feature | Command | Description
   --- | --- | ---
   Code Review | `/gemini review` | Performs a code review for the current pull 
request in its current state.
   Pull Request Summary | `/gemini summary` | Provides a summary of the current 
pull request in its current state.
   Comment | @gemini-code-assist | Responds in comments when explicitly tagged, 
both in pull request comments and review comments.
   Help | `/gemini help` | Displays a list of available commands.
   
   <b>Customization</b>
   
   To customize Gemini Code Assist for GitHub experience, repository 
maintainers can create a configuration file and/or provide a custom code review 
style guide (such as PEP-8 for Python) by creating and adding files to a 
`.gemini/` folder in the base of the repository. Detailed instructions can be 
found 
[here](https://developers.google.com/gemini-code-assist/docs/customize-gemini-behavior-github).
   
   <b>Limitations & Feedback</b>
   
   Gemini Code Assist may make mistakes. Please leave feedback on any instances 
where its feedback is incorrect or counter productive. You can react with 
:thumbsup: and :thumbsdown: on @gemini-code-assist comments. If you're 
interested in giving your feedback about your experience with Gemini Code 
Assist for Github and other Google products, sign up 
[here](https://google.qualtrics.com/jfe/form/SV_2cyuGuTWsEw84yG).
   
   <b>You can also get AI-powered code generation, chat, as well as code 
reviews directly in the IDE at no cost with the [Gemini Code Assist IDE 
Extension](https://cloud.google.com/products/gemini/code-assist).</b>
   </details>
   
   
   
   
   [^1]: Review the [Privacy Notices](https://policies.google.com/privacy), 
[Generative AI Prohibited Use 
Policy](https://policies.google.com/terms/generative-ai/use-policy), [Terms of 
Service](https://policies.google.com/terms), and learn how to configure Gemini 
Code Assist in GitHub 
[here](https://developers.google.com/gemini-code-assist/docs/customize-gemini-behavior-github).
 Gemini can make mistakes, so double check it and [use code with 
caution](https://support.google.com/legal/answer/13505487).
   


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: [email protected]

For queries about this service, please contact Infrastructure at:
[email protected]

Reply via email to